The notice, a stark white rectangle, quivered in Amelia’s hand. She felt the blood drain from her face, leaving a cold, clammy film. It was taped to her door, a silent announcement of impending doom. Condo conversion. She reread the words, each syllable a hammer blow against the quiet of her afternoon.

Her gaze darted around her apartment, a space she'd meticulously curated over seven years. Sunlight streamed through the tall windows, illuminating the dust motes dancing in the air, the familiar silhouettes of her furniture. Now, it all felt ephemeral, threatened.

"No," she whispered, her voice barely audible, the word cracking in her throat. She sank onto her worn velvet couch, the softness now an unwelcome mockery of comfort. Her hands trembled as she reached for her phone, already composing a frantic email to her best friend.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244